Machine-learning-course

These are the exercise that I did while doing a machine learning course on coursera.

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Description of exercises:

1. Ex 1: Linear Regression.
2. Ex 2: Logistic Regression.
3. Ex 3: Multiclass classification and Neural Networks.
4. Ex 4: Neural Networks
5. Ex 5: Regularized Linear Regression and Bias v.s. Variance.
6. Ex 6: Support vector machine.
7. Ex 7: K-means clustering.
8. Ex 8: Anomaly detection.